Inferring Gene Regulatory Networks via Ensemble Path Consistency Algorithm Based on Conditional Mutual Information.
Jie XuGuanxue YangGuohai LiuHui LiuPublished in: IEEE ACM Trans. Comput. Biol. Bioinform. (2023)
Keyphrases
- path consistency
- learning algorithm
- conditional mutual information
- dynamic programming
- objective function
- computational complexity
- np hard
- expectation maximization
- input data
- optimal solution
- similarity measure
- worst case
- upper bound
- parameter estimation
- temporal reasoning
- space complexity
- gene regulatory networks
- selection criterion